ZZUTK / Decoupled-Learning-Conditional-GAN

Decoupled Learning for Conditional Adversarial Networks

Decoupled-Learning-for-Conditional-Adversarial-Networks

Decoupled Learning for Conditional Adversarial Networks

Pre-requisites

• Python 2.7x
• TensorFlow 1.x
• Matlab
• pynvml

Adaptation on Pix2Pix

Training

$ cd Adapt_Pix2Pix
$ python main.py

Adaptation on CAAE

Training

$ cd Adapt_CAAE
$ python main.py

NRDS demo

$ cd NRDS
$ python main.py

Plot curves in Matlab:

>> NRDS

Citation

@inproceedings{zhang2018decoupled,
  title={Decoupled learning for conditional adversarial networks},
  author={Zhang, Zhifei and Song, Yang and Qi, Hairong},
  booktitle={2018 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages={700--708},
  year={2018},
  organization={IEEE}
}